partner study · interactive

Choosing the right model per task:a study with Levanto Sage

A two-round study with Levanto on 90 tasks from XO Space's own development. When Sage chose the model and effort level for each request, and unfinished work was retried once on a stronger layer, quirq AI's XO platform completed 84 of 90 tasks against 83 for an all-Opus baseline, for half the total cost.

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